Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-13 0.133277 0.145366 0.158430 0.173661 0.191012 0.210260 0.233358
2025-04-20 0.115210 0.132440 0.152510 0.177905 0.209599 0.248434 0.300552
2025-04-27 0.104866 0.125309 0.150502 0.184484 0.230186 0.291179 0.381808
2025-05-04 0.097254 0.119782 0.148813 0.190080 0.249212 0.334334 0.473438
2025-05-11 0.090939 0.114793 0.146687 0.194078 0.265844 0.376482 0.574403
2025-05-18 0.084305 0.108481 0.141758 0.193002 0.274234 0.407020 0.664571
2025-05-25 0.076840 0.100246 0.133145 0.185156 0.270478 0.416387 0.718315
2025-06-01 0.071652 0.094737 0.127860 0.181607 0.272890 0.436457 0.799238
2025-06-08 0.067887 0.090941 0.124696 0.180910 0.279805 0.465830 0.910521
2025-06-15 0.065082 0.088309 0.123001 0.182302 0.290435 0.504429 1.059420
2025-06-22 0.060524 0.082738 0.116304 0.174567 0.283113 0.504687 1.109714
2025-06-29 0.056873 0.078323 0.111117 0.168923 0.278996 0.511007 1.180194
2025-07-06 0.053638 0.074442 0.106634 0.164315 0.276741 0.522110 1.274558
2025-07-13 0.052291 0.073418 0.106718 0.167888 0.291505 0.576619 1.544172
2025-07-20 0.051480 0.073176 0.108050 0.173863 0.312284 0.652248 1.955723
2025-07-27 0.050558 0.072682 0.108897 0.178990 0.332150 0.732360 2.476939
2025-08-03 0.049449 0.071806 0.109002 0.182659 0.349375 0.811446 3.106085
2025-08-10 0.047693 0.069757 0.106894 0.181669 0.355368 0.858750 3.634620
2025-08-17 0.045131 0.066234 0.101954 0.174452 0.344991 0.850190 3.789800
2025-08-24 0.043321 0.063902 0.099030 0.171184 0.344179 0.874229 4.233500
2025-08-31 0.042006 0.062349 0.097425 0.170543 0.350054 0.924125 5.001943
2025-09-07 0.041041 0.061344 0.096755 0.171824 0.361244 0.998439 6.225123
2025-09-14 0.039017 0.058427 0.092385 0.164697 0.348514 0.975499 6.335542